analyzeUnivariate: analyzeUnivariate

In DataScienceSalon/chronic: Clinical Depression: Prevalence, SocioDemographic, Chronic Disease Comorbidity, and Costs

Description

analyzeUnivariateUnivariate analysis of independent and dependent variables

Usage

analyzeUnivariate(brfss)

Arguments

brfss

Data frame of preprocessed 2013 Behavioral Risk Factor Surveillance System (BRFSS) data

Details

This function performs the univariate analysis of categorical and quantitative independent and response variables in the following seven functions.

• analyzeDepressionSummarizes the distribution of valid responses, conducts a z-test of proportions, and renders a frequency and proportion bar plot

• analyzeChronicSummarizes the distribution of valid responses, conducts a z-test of proportions, and renders a frequency and proportion bar plot

• analyzeIncomeSummarizes the distribution of valid responses, conducts a z-test of proportions, and renders a frequency and proportion bar plot

• analyzeEducationSummarizes the distribution of valid responses, conducts a z-test of proportions, and renders a frequency and proportion bar plot

• analyzeSickDaysRangeSummarizes the ranges of sick days reported and plots the day range data.

• analyzeSickDaysSummarizes the distribution of sick days, plots histograms and returns descriptive statistics

• analyzeVisitsSummarizes the distribution of Dr. visits, plots histograms and returns descriptive statistics

Value

univariate List of analyses for categorical and quantitative variables as follows:

• depressionUnivariate analysis of depression diagnosis variable

• sickDaysUnivariate analysis of sick days variable

• sickDaysRangeUnivariate analysis of sick days range variable

• incomeUnivariate analysis of income variable

• educationUnivariate analysis of education variable

• chronicUnivariate analysis of chronic disease diagnosis variable

• categoricalSummary of univariate analysis of categorical variables

• quantitativeSummary of univariate analysis of quantitative variables

Author(s)

John James, [e-mail]

DataScienceSalon/chronic documentation built on May 8, 2019, 11:47 a.m.